{"id":"W7115909056","doi":"10.15460/eder.9.3.2194","title":"Educational Design Research on Person-Centred, Interprofessional Education for Collaborative Practice (IPECP)","year":2025,"lang":"en","type":"article","venue":"EDeR Educational Design Research","topic":"Interprofessional Education and Collaboration","field":"Health Professions","cited_by":0,"is_retracted":false,"has_abstract":true,"ca_institutions":"CARE Canada","funders":"","keywords":"Interprofessional education; Process (computing); Usability; Work (physics); Rehabilitation; Higher education","routes":{"ca_aff":true,"ca_fund":false,"ca_venue":false,"about_ca":false,"invisible_to_affiliation_only":false},"retraction":null,"screen":null,"direct_labels":[],"prediction":{"model_version":"codex-gemma-dda1882f352a","candidate_categories":["metaresearch","metaepi_narrow","sts","research_integrity","insufficient_payload"],"consensus_categories":["insufficient_payload"],"category_scores_codex":[0.01282462,0.0004722528,0.0004566681,0.002745898,0.007239584,0.0002733789,0.001125398,0.0006543055,0.005705102],"category_scores_gemma":[0.0187034,0.0004436073,0.0001373729,0.005060396,0.0005682432,0.0008487913,0.0002220332,0.003267805,0.003193834],"about_ca_system_candidate":true,"about_ca_system_consensus":true,"about_ca_system_score_codex":0.003882344,"about_ca_system_score_gemma":0.1614202,"about_ca_topic_candidate":false,"about_ca_topic_consensus":false,"about_ca_topic_score_codex":0.0003836964,"about_ca_topic_score_gemma":0.00006579539,"domain_scores_codex":[0.9785119,0.01458454,0.001139454,0.001410192,0.002707717,0.001646169],"domain_scores_gemma":[0.916858,0.05997101,0.0003958158,0.000908141,0.0213709,0.0004960889],"domain_codex":null,"domain_gemma":null,"domain_candidate":null,"domain_consensus":null,"study_design_codex":"not_applicable","study_design_gemma":"not_applicable","study_design_scores_codex":[0.004069673,0.002420912,0.0004191527,0.0001573915,0.00009579558,3.330928e-7,0.007133766,0.00006245507,0.0007699094,0.3587155,0.6241282,0.002026914],"study_design_scores_gemma":[0.002444179,0.000896114,0.01001555,0.003565992,0.00006598765,0.000005557263,0.3328988,0.001064177,0.0007933332,0.2040078,0.4434615,0.0007810139],"study_design_candidate":"not_applicable","study_design_consensus":"not_applicable","genre_codex":"commentary","genre_gemma":"other","genre_scores_codex":[0.003696394,0.003665751,0.02303809,0.6882558,0.02291141,0.01896869,0.0001948632,0.0001409409,0.2391281],"genre_scores_gemma":[0.3345168,0.000228049,0.08189542,0.01287033,0.006775979,0.04179921,0.001371616,0.0001624763,0.5203801],"genre_candidate":"other","genre_consensus":null,"teacher_disagreement_score":0.6753855,"threshold_uncertainty_score":0.9999416,"prediction_status":"machine_predicted_unvalidated"},"machine_scores":{"provisional":true,"baseline":true,"maturity_gate_passed":false,"score_opus":0.3923326488344546,"score_gpt":0.6317190539921327,"score_spread":0.2393864051576781,"validation_status":"score_only:v0-immature-baseline","note":"Baseline scores from an immature model (maturity gate not passed). Scores rank; they never assert a category."}}